Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 13096 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.1 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 1 |
(Bleed Enthalpy) - s17 is highly overall correlated with (HPC Outlet Static Pressure) (psia) - s11 and 1 other fields | High correlation |
(Bypass Ratio) - s15 is highly overall correlated with (Corrected Fan Speed) (rpm) - s13 and 5 other fields | High correlation |
(Corrected Core Speed) (rpm) - s14 is highly overall correlated with (Physical Core Speed) (rpm) - s9 | High correlation |
(Corrected Fan Speed) (rpm) - s13 is highly overall correlated with (Bypass Ratio) - s15 and 8 other fields | High correlation |
(HPC Outlet Pressure) (psia) - s7 is highly overall correlated with (Bypass Ratio) - s15 and 8 other fields | High correlation |
(HPC Outlet Static Pressure) (psia) - s11 is highly overall correlated with (Bleed Enthalpy) - s17 and 9 other fields | High correlation |
(High-Pressure Turbines Cool Air Flow) - s20 is highly overall correlated with (Corrected Fan Speed) (rpm) - s13 and 5 other fields | High correlation |
(LPC Outlet Temperature) (â—¦R) - s2 is highly overall correlated with (Corrected Fan Speed) (rpm) - s13 and 5 other fields | High correlation |
(LPT Outlet Temperature) (â—¦R) - s4 is highly overall correlated with (Bypass Ratio) - s15 and 8 other fields | High correlation |
(Low-Pressure Turbines Cool Air Flow) - s21 is highly overall correlated with (Corrected Fan Speed) (rpm) - s13 and 5 other fields | High correlation |
(Physical Core Speed) (rpm) - s9 is highly overall correlated with (Corrected Core Speed) (rpm) - s14 | High correlation |
(Physical Fan Speed) (rpm) - s8 is highly overall correlated with (Bypass Ratio) - s15 and 8 other fields | High correlation |
(Ratio of Fuel Flow to Ps30) (pps/psia) - s12 is highly overall correlated with (Bleed Enthalpy) - s17 and 9 other fields | High correlation |
Cycle is highly overall correlated with RUL | High correlation |
RUL is highly overall correlated with Cycle | High correlation |
(Bypass-Duct Pressure) (psia) - s6 is highly imbalanced (80.6%) | Imbalance |
Setting 1 - c1 has 227 (1.7%) zeros | Zeros |
Setting 2 - c2 has 1272 (9.7%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-24 14:57:40.948184 |
|---|---|
| Analysis finished | 2024-05-24 14:58:23.168418 |
| Duration | 42.22 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
Engine
Real number (ℝ)
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.543907 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 28 |
| median | 52 |
| Q3 | 76 |
| 95-th percentile | 95 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 28.289423 |
|---|---|
| Coefficient of variation (CV) | 0.54884127 |
| Kurtosis | -1.1713121 |
| Mean | 51.543907 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.0017422866 |
| Sum | 675019 |
| Variance | 800.29147 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 49 | 303 | 2.3% |
| 93 | 244 | 1.9% |
| 91 | 234 | 1.8% |
| 62 | 232 | 1.8% |
| 12 | 217 | 1.7% |
| 81 | 213 | 1.6% |
| 76 | 205 | 1.6% |
| 34 | 203 | 1.6% |
| 100 | 198 | 1.5% |
| 35 | 198 | 1.5% |
| Other values (90) | 10849 |
| Value | Count | Frequency (%) |
| 1 | 31 | 0.2% |
| 2 | 49 | 0.4% |
| 3 | 126 | |
| 4 | 106 | |
| 5 | 98 | |
| 6 | 105 | |
| 7 | 160 | |
| 8 | 166 | |
| 9 | 55 | 0.4% |
| 10 | 192 |
| Value | Count | Frequency (%) |
| 100 | 198 | |
| 99 | 97 | 0.7% |
| 98 | 121 | |
| 97 | 134 | |
| 96 | 97 | 0.7% |
| 95 | 89 | 0.7% |
| 94 | 133 | |
| 93 | 244 | |
| 92 | 150 | |
| 91 | 234 |
Cycle
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 303 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.836515 |
| Minimum | 1 |
|---|---|
| Maximum | 303 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 33 |
| median | 69 |
| Q3 | 113 |
| 95-th percentile | 173 |
| Maximum | 303 |
| Range | 302 |
| Interquartile range (IQR) | 80 |
Descriptive statistics
| Standard deviation | 53.057749 |
|---|---|
| Coefficient of variation (CV) | 0.6905278 |
| Kurtosis | 0.20570471 |
| Mean | 76.836515 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 0.72433178 |
| Sum | 1006251 |
| Variance | 2815.1248 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 100 | 0.8% |
| 17 | 100 | 0.8% |
| 31 | 100 | 0.8% |
| 30 | 100 | 0.8% |
| 29 | 100 | 0.8% |
| 28 | 100 | 0.8% |
| 27 | 100 | 0.8% |
| 26 | 100 | 0.8% |
| 25 | 100 | 0.8% |
| 24 | 100 | 0.8% |
| Other values (293) | 12096 |
| Value | Count | Frequency (%) |
| 1 | 100 | |
| 2 | 100 | |
| 3 | 100 | |
| 4 | 100 | |
| 5 | 100 | |
| 6 | 100 | |
| 7 | 100 | |
| 8 | 100 | |
| 9 | 100 | |
| 10 | 100 |
| Value | Count | Frequency (%) |
| 303 | 1 | |
| 302 | 1 | |
| 301 | 1 | |
| 300 | 1 | |
| 299 | 1 | |
| 298 | 1 | |
| 297 | 1 | |
| 296 | 1 | |
| 295 | 1 | |
| 294 | 1 |
Setting 1 - c1
Real number (ℝ)
ZEROS 
| Distinct | 150 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.1178986 × 10-5 |
| Minimum | -0.0082 |
|---|---|
| Maximum | 0.0078 |
| Zeros | 227 |
| Zeros (%) | 1.7% |
| Negative | 6470 |
| Negative (%) | 49.4% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | -0.0082 |
|---|---|
| 5-th percentile | -0.0036 |
| Q1 | -0.0015 |
| median | -0 |
| Q3 | 0.0015 |
| 95-th percentile | 0.0036 |
| Maximum | 0.0078 |
| Range | 0.016 |
| Interquartile range (IQR) | 0.003 |
Descriptive statistics
| Standard deviation | 0.0022026851 |
|---|---|
| Coefficient of variation (CV) | -197.038 |
| Kurtosis | 0.0088020963 |
| Mean | -1.1178986 × 10-5 |
| Median Absolute Deviation (MAD) | 0.0015 |
| Skewness | -0.0022824912 |
| Sum | -0.1464 |
| Variance | 4.8518216 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.0003 | 249 | 1.9% |
| -0.0005 | 245 | 1.9% |
| -0.0006 | 244 | 1.9% |
| 0.0001 | 244 | 1.9% |
| 0.0004 | 239 | 1.8% |
| -0.001 | 237 | 1.8% |
| 0.0005 | 235 | 1.8% |
| 0.0006 | 234 | 1.8% |
| -0.0002 | 234 | 1.8% |
| 0.0002 | 233 | 1.8% |
| Other values (140) | 10702 |
| Value | Count | Frequency (%) |
| -0.0082 | 1 | < 0.1% |
| -0.0079 | 1 | < 0.1% |
| -0.0077 | 3 | |
| -0.0074 | 1 | < 0.1% |
| -0.0073 | 2 | |
| -0.0071 | 4 | |
| -0.007 | 1 | < 0.1% |
| -0.0069 | 3 | |
| -0.0068 | 2 | |
| -0.0067 | 2 |
| Value | Count | Frequency (%) |
| 0.0078 | 1 | < 0.1% |
| 0.0077 | 1 | < 0.1% |
| 0.0076 | 4 | |
| 0.0075 | 1 | < 0.1% |
| 0.0072 | 2 | < 0.1% |
| 0.007 | 1 | < 0.1% |
| 0.0069 | 1 | < 0.1% |
| 0.0068 | 2 | < 0.1% |
| 0.0066 | 2 | < 0.1% |
| 0.0064 | 5 |
Setting 2 - c2
Real number (ℝ)
ZEROS 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2379352 × 10-6 |
| Minimum | -0.0006 |
|---|---|
| Maximum | 0.0007 |
| Zeros | 1272 |
| Zeros (%) | 9.7% |
| Negative | 5869 |
| Negative (%) | 44.8% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | -0.0006 |
|---|---|
| 5-th percentile | -0.0004 |
| Q1 | -0.0002 |
| median | -0 |
| Q3 | 0.0003 |
| 95-th percentile | 0.0005 |
| Maximum | 0.0007 |
| Range | 0.0013 |
| Interquartile range (IQR) | 0.0005 |
Descriptive statistics
| Standard deviation | 0.00029403057 |
|---|---|
| Coefficient of variation (CV) | 69.380618 |
| Kurtosis | -1.1315659 |
| Mean | 4.2379352 × 10-6 |
| Median Absolute Deviation (MAD) | 0.0003 |
| Skewness | 0.016358468 |
| Sum | 0.0555 |
| Variance | 8.6453974 × 10-8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.0002 | 1359 | |
| -0.0003 | 1354 | |
| 0.0003 | 1321 | |
| 0.0001 | 1320 | |
| 0.0004 | 1290 | |
| 0.0002 | 1280 | |
| -0.0001 | 1273 | |
| 0 | 1272 | |
| -0.0004 | 1245 | |
| 0.0005 | 681 | |
| Other values (4) | 701 |
| Value | Count | Frequency (%) |
| -0.0006 | 13 | 0.1% |
| -0.0005 | 625 | |
| -0.0004 | 1245 | |
| -0.0003 | 1354 | |
| -0.0002 | 1359 | |
| -0.0001 | 1273 | |
| 0 | 1272 | |
| 0.0001 | 1320 | |
| 0.0002 | 1280 | |
| 0.0003 | 1321 |
| Value | Count | Frequency (%) |
| 0.0007 | 5 | < 0.1% |
| 0.0006 | 58 | 0.4% |
| 0.0005 | 681 | |
| 0.0004 | 1290 | |
| 0.0003 | 1321 | |
| 0.0002 | 1280 | |
| 0.0001 | 1320 | |
| 0 | 1272 | |
| -0.0001 | 1273 | |
| -0.0002 | 1359 |
(LPC Outlet Temperature) (â—¦R) - s2
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 262 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 642.47509 |
| Minimum | 641.13 |
|---|---|
| Maximum | 644.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 641.13 |
|---|---|
| 5-th percentile | 641.84 |
| Q1 | 642.1975 |
| median | 642.46 |
| Q3 | 642.74 |
| 95-th percentile | 643.16 |
| Maximum | 644.3 |
| Range | 3.17 |
| Interquartile range (IQR) | 0.5425 |
Descriptive statistics
| Standard deviation | 0.40089934 |
|---|---|
| Coefficient of variation (CV) | 0.00062399204 |
| Kurtosis | 0.078362872 |
| Mean | 642.47509 |
| Median Absolute Deviation (MAD) | 0.27 |
| Skewness | 0.22496247 |
| Sum | 8413853.8 |
| Variance | 0.16072028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 642.49 | 179 | 1.4% |
| 642.45 | 151 | 1.2% |
| 642.54 | 149 | 1.1% |
| 642.5 | 148 | 1.1% |
| 642.34 | 142 | 1.1% |
| 642.36 | 142 | 1.1% |
| 642.43 | 136 | 1.0% |
| 642.39 | 136 | 1.0% |
| 642.67 | 135 | 1.0% |
| 642.38 | 135 | 1.0% |
| Other values (252) | 11643 |
| Value | Count | Frequency (%) |
| 641.13 | 1 | < 0.1% |
| 641.15 | 1 | < 0.1% |
| 641.26 | 1 | < 0.1% |
| 641.29 | 1 | < 0.1% |
| 641.3 | 2 | |
| 641.32 | 2 | |
| 641.34 | 4 | |
| 641.35 | 1 | < 0.1% |
| 641.37 | 1 | < 0.1% |
| 641.39 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 644.3 | 1 | |
| 644.07 | 1 | |
| 644.05 | 1 | |
| 644.04 | 1 | |
| 644.03 | 2 | |
| 643.93 | 1 | |
| 643.91 | 1 | |
| 643.89 | 1 | |
| 643.88 | 1 | |
| 643.86 | 2 |
(HPC Outlet Temperature) (â—¦R) - s3
Real number (ℝ)
| Distinct | 2361 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1588.0992 |
| Minimum | 1569.04 |
|---|---|
| Maximum | 1607.55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 1569.04 |
|---|---|
| 5-th percentile | 1580.1 |
| Q1 | 1584.6 |
| median | 1587.99 |
| Q3 | 1591.3625 |
| 95-th percentile | 1596.55 |
| Maximum | 1607.55 |
| Range | 38.51 |
| Interquartile range (IQR) | 6.7625 |
Descriptive statistics
| Standard deviation | 5.0032739 |
|---|---|
| Coefficient of variation (CV) | 0.0031504795 |
| Kurtosis | 0.060664027 |
| Mean | 1588.0992 |
| Median Absolute Deviation (MAD) | 3.385 |
| Skewness | 0.15805855 |
| Sum | 20797747 |
| Variance | 25.03275 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1588.4 | 20 | 0.2% |
| 1588.59 | 19 | 0.1% |
| 1587.08 | 19 | 0.1% |
| 1591.25 | 19 | 0.1% |
| 1589.54 | 19 | 0.1% |
| 1586.41 | 18 | 0.1% |
| 1586.97 | 18 | 0.1% |
| 1587.58 | 18 | 0.1% |
| 1586.73 | 18 | 0.1% |
| 1586.29 | 18 | 0.1% |
| Other values (2351) | 12910 |
| Value | Count | Frequency (%) |
| 1569.04 | 1 | |
| 1570.12 | 1 | |
| 1571.02 | 1 | |
| 1571.13 | 1 | |
| 1572.37 | 1 | |
| 1572.84 | 1 | |
| 1572.91 | 1 | |
| 1573.06 | 1 | |
| 1573.19 | 1 | |
| 1573.23 | 1 |
| Value | Count | Frequency (%) |
| 1607.55 | 1 | |
| 1607.16 | 1 | |
| 1606.62 | 1 | |
| 1606.24 | 1 | |
| 1606.18 | 1 | |
| 1606.04 | 1 | |
| 1605.87 | 1 | |
| 1605.84 | 1 | |
| 1605.58 | 1 | |
| 1605.48 | 1 |
(LPT Outlet Temperature) (â—¦R) - s4
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2954 |
|---|---|
| Distinct (%) | 22.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1404.7354 |
| Minimum | 1384.39 |
|---|---|
| Maximum | 1433.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 1384.39 |
|---|---|
| 5-th percentile | 1394.46 |
| Q1 | 1399.95 |
| median | 1404.44 |
| Q3 | 1409.05 |
| 95-th percentile | 1416.28 |
| Maximum | 1433.36 |
| Range | 48.97 |
| Interquartile range (IQR) | 9.1 |
Descriptive statistics
| Standard deviation | 6.6883093 |
|---|---|
| Coefficient of variation (CV) | 0.0047612593 |
| Kurtosis | 0.15466447 |
| Mean | 1404.7354 |
| Median Absolute Deviation (MAD) | 4.53 |
| Skewness | 0.34210073 |
| Sum | 18396414 |
| Variance | 44.733481 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1402.53 | 17 | 0.1% |
| 1404.09 | 16 | 0.1% |
| 1404.77 | 16 | 0.1% |
| 1407.6 | 15 | 0.1% |
| 1403.1 | 15 | 0.1% |
| 1400.89 | 15 | 0.1% |
| 1403.93 | 15 | 0.1% |
| 1406.96 | 15 | 0.1% |
| 1400.01 | 14 | 0.1% |
| 1400.95 | 14 | 0.1% |
| Other values (2944) | 12944 |
| Value | Count | Frequency (%) |
| 1384.39 | 1 | |
| 1385.21 | 1 | |
| 1385.27 | 1 | |
| 1385.51 | 1 | |
| 1385.64 | 1 | |
| 1385.67 | 1 | |
| 1385.71 | 1 | |
| 1385.93 | 1 | |
| 1386.36 | 1 | |
| 1386.57 | 1 |
| Value | Count | Frequency (%) |
| 1433.36 | 1 | |
| 1432.95 | 1 | |
| 1432.29 | 1 | |
| 1430.85 | 1 | |
| 1430.64 | 1 | |
| 1429.89 | 1 | |
| 1429.85 | 1 | |
| 1429.66 | 1 | |
| 1429.31 | 1 | |
| 1429.15 | 1 |
(Bypass-Duct Pressure) (psia) - s6
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 894.9 KiB |
| 21.61 | |
|---|---|
| 21.6 | 392 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9700672 |
| Min length | 4 |
Characters and Unicode
| Total characters | 65088 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 21.61 |
|---|---|
| 2nd row | 21.61 |
| 3rd row | 21.61 |
| 4th row | 21.61 |
| 5th row | 21.61 |
Common Values
| Value | Count | Frequency (%) |
| 21.61 | 12704 | |
| 21.6 | 392 | 3.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 21.61 | 12704 | |
| 21.6 | 392 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 25800 | |
| 2 | 13096 | |
| . | 13096 | |
| 6 | 13096 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 65088 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 25800 | |
| 2 | 13096 | |
| . | 13096 | |
| 6 | 13096 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 65088 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 25800 | |
| 2 | 13096 | |
| . | 13096 | |
| 6 | 13096 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 65088 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 25800 | |
| 2 | 13096 | |
| . | 13096 | |
| 6 | 13096 |
(HPC Outlet Pressure) (psia) - s7
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 415 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 553.75752 |
| Minimum | 550.88 |
|---|---|
| Maximum | 555.84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 550.88 |
|---|---|
| 5-th percentile | 552.58 |
| Q1 | 553.31 |
| median | 553.8 |
| Q3 | 554.24 |
| 95-th percentile | 554.8 |
| Maximum | 555.84 |
| Range | 4.96 |
| Interquartile range (IQR) | 0.93 |
Descriptive statistics
| Standard deviation | 0.68128611 |
|---|---|
| Coefficient of variation (CV) | 0.0012302968 |
| Kurtosis | 0.11207596 |
| Mean | 553.75752 |
| Median Absolute Deviation (MAD) | 0.46 |
| Skewness | -0.34570116 |
| Sum | 7252008.5 |
| Variance | 0.46415076 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 554.11 | 90 | 0.7% |
| 553.81 | 88 | 0.7% |
| 553.82 | 87 | 0.7% |
| 554.02 | 86 | 0.7% |
| 553.78 | 86 | 0.7% |
| 553.93 | 83 | 0.6% |
| 553.65 | 83 | 0.6% |
| 553.79 | 83 | 0.6% |
| 554.07 | 83 | 0.6% |
| 553.8 | 82 | 0.6% |
| Other values (405) | 12245 |
| Value | Count | Frequency (%) |
| 550.88 | 1 | |
| 550.91 | 1 | |
| 550.94 | 1 | |
| 551.01 | 1 | |
| 551.15 | 1 | |
| 551.19 | 2 | |
| 551.21 | 1 | |
| 551.23 | 1 | |
| 551.26 | 1 | |
| 551.34 | 2 |
| Value | Count | Frequency (%) |
| 555.84 | 1 | |
| 555.81 | 1 | |
| 555.8 | 1 | |
| 555.72 | 1 | |
| 555.69 | 1 | |
| 555.65 | 1 | |
| 555.64 | 1 | |
| 555.63 | 1 | |
| 555.61 | 1 | |
| 555.57 | 1 |
(Physical Fan Speed) (rpm) - s8
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2388.071 |
| Minimum | 2387.89 |
|---|---|
| Maximum | 2388.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 2387.89 |
|---|---|
| 5-th percentile | 2387.98 |
| Q1 | 2388.03 |
| median | 2388.07 |
| Q3 | 2388.11 |
| 95-th percentile | 2388.17 |
| Maximum | 2388.3 |
| Range | 0.41 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.057441784 |
|---|---|
| Coefficient of variation (CV) | 2.4053634 × 10-5 |
| Kurtosis | -0.062196886 |
| Mean | 2388.071 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | 0.30340178 |
| Sum | 31274177 |
| Variance | 0.0032995586 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2388.05 | 883 | 6.7% |
| 2388.07 | 863 | 6.6% |
| 2388.04 | 852 | 6.5% |
| 2388.06 | 821 | 6.3% |
| 2388.08 | 813 | 6.2% |
| 2388.09 | 772 | 5.9% |
| 2388.03 | 763 | 5.8% |
| 2388.02 | 756 | 5.8% |
| 2388.1 | 728 | 5.6% |
| 2388.11 | 685 | 5.2% |
| Other values (31) | 5160 |
| Value | Count | Frequency (%) |
| 2387.89 | 1 | < 0.1% |
| 2387.91 | 8 | 0.1% |
| 2387.92 | 6 | < 0.1% |
| 2387.93 | 20 | 0.2% |
| 2387.94 | 33 | 0.3% |
| 2387.95 | 64 | 0.5% |
| 2387.96 | 110 | 0.8% |
| 2387.97 | 187 | |
| 2387.98 | 296 | |
| 2387.99 | 371 |
| Value | Count | Frequency (%) |
| 2388.3 | 1 | < 0.1% |
| 2388.29 | 5 | < 0.1% |
| 2388.28 | 3 | < 0.1% |
| 2388.27 | 5 | < 0.1% |
| 2388.26 | 13 | 0.1% |
| 2388.25 | 11 | 0.1% |
| 2388.24 | 22 | 0.2% |
| 2388.23 | 37 | |
| 2388.22 | 31 | |
| 2388.21 | 56 |
(Physical Core Speed) (rpm) - s9
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 4047 |
|---|---|
| Distinct (%) | 30.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9058.4074 |
| Minimum | 9024.53 |
|---|---|
| Maximum | 9155.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 9024.53 |
|---|---|
| 5-th percentile | 9043.09 |
| Q1 | 9051.02 |
| median | 9057.32 |
| Q3 | 9064.11 |
| 95-th percentile | 9076.2725 |
| Maximum | 9155.03 |
| Range | 130.5 |
| Interquartile range (IQR) | 13.09 |
Descriptive statistics
| Standard deviation | 11.436261 |
|---|---|
| Coefficient of variation (CV) | 0.0012625023 |
| Kurtosis | 7.5258067 |
| Mean | 9058.4074 |
| Median Absolute Deviation (MAD) | 6.56 |
| Skewness | 1.6547139 |
| Sum | 1.186289 × 108 |
| Variance | 130.78805 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9059.45 | 16 | 0.1% |
| 9062.01 | 14 | 0.1% |
| 9060.38 | 13 | 0.1% |
| 9052.93 | 13 | 0.1% |
| 9054.49 | 13 | 0.1% |
| 9056.96 | 12 | 0.1% |
| 9058.17 | 12 | 0.1% |
| 9055.84 | 12 | 0.1% |
| 9059.46 | 12 | 0.1% |
| 9055.07 | 12 | 0.1% |
| Other values (4037) | 12967 |
| Value | Count | Frequency (%) |
| 9024.53 | 1 | |
| 9025 | 1 | |
| 9025.97 | 1 | |
| 9026.89 | 1 | |
| 9029.71 | 1 | |
| 9029.72 | 1 | |
| 9029.81 | 1 | |
| 9030.68 | 1 | |
| 9030.8 | 1 | |
| 9030.97 | 1 |
| Value | Count | Frequency (%) |
| 9155.03 | 1 | |
| 9148.85 | 1 | |
| 9148.56 | 1 | |
| 9146.81 | 1 | |
| 9146.03 | 1 | |
| 9145.88 | 1 | |
| 9145.77 | 1 | |
| 9142.37 | 1 | |
| 9142.18 | 1 | |
| 9141.92 | 1 |
(HPC Outlet Static Pressure) (psia) - s11
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 136 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.416204 |
| Minimum | 46.8 |
|---|---|
| Maximum | 48.26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 46.8 |
|---|---|
| 5-th percentile | 47.12 |
| Q1 | 47.27 |
| median | 47.41 |
| Q3 | 47.54 |
| 95-th percentile | 47.75 |
| Maximum | 48.26 |
| Range | 1.46 |
| Interquartile range (IQR) | 0.27 |
Descriptive statistics
| Standard deviation | 0.19591725 |
|---|---|
| Coefficient of variation (CV) | 0.0041318627 |
| Kurtosis | 0.22072902 |
| Mean | 47.416204 |
| Median Absolute Deviation (MAD) | 0.13 |
| Skewness | 0.40444895 |
| Sum | 620962.61 |
| Variance | 0.038383567 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47.41 | 296 | 2.3% |
| 47.43 | 287 | 2.2% |
| 47.32 | 273 | 2.1% |
| 47.42 | 270 | 2.1% |
| 47.35 | 269 | 2.1% |
| 47.33 | 265 | 2.0% |
| 47.36 | 261 | 2.0% |
| 47.37 | 261 | 2.0% |
| 47.5 | 255 | 1.9% |
| 47.38 | 251 | 1.9% |
| Other values (126) | 10408 |
| Value | Count | Frequency (%) |
| 46.8 | 1 | < 0.1% |
| 46.84 | 1 | < 0.1% |
| 46.86 | 2 | < 0.1% |
| 46.87 | 1 | < 0.1% |
| 46.89 | 3 | < 0.1% |
| 46.9 | 2 | < 0.1% |
| 46.91 | 3 | < 0.1% |
| 46.92 | 3 | < 0.1% |
| 46.93 | 8 | |
| 46.94 | 5 |
| Value | Count | Frequency (%) |
| 48.26 | 1 | < 0.1% |
| 48.23 | 1 | < 0.1% |
| 48.2 | 1 | < 0.1% |
| 48.18 | 2 | |
| 48.16 | 1 | < 0.1% |
| 48.15 | 2 | |
| 48.14 | 1 | < 0.1% |
| 48.13 | 3 | |
| 48.12 | 2 | |
| 48.11 | 3 |
(Ratio of Fuel Flow to Ps30) (pps/psia) - s12
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 357 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 521.74772 |
| Minimum | 519.38 |
|---|---|
| Maximum | 523.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 519.38 |
|---|---|
| 5-th percentile | 520.78 |
| Q1 | 521.38 |
| median | 521.78 |
| Q3 | 522.15 |
| 95-th percentile | 522.59 |
| Maximum | 523.76 |
| Range | 4.38 |
| Interquartile range (IQR) | 0.77 |
Descriptive statistics
| Standard deviation | 0.55962675 |
|---|---|
| Coefficient of variation (CV) | 0.0010726003 |
| Kurtosis | 0.22539176 |
| Mean | 521.74772 |
| Median Absolute Deviation (MAD) | 0.38 |
| Skewness | -0.38153086 |
| Sum | 6832808.2 |
| Variance | 0.3131821 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 521.9 | 112 | 0.9% |
| 521.78 | 110 | 0.8% |
| 521.93 | 107 | 0.8% |
| 522.02 | 106 | 0.8% |
| 521.69 | 105 | 0.8% |
| 521.71 | 104 | 0.8% |
| 521.85 | 104 | 0.8% |
| 521.74 | 103 | 0.8% |
| 522.17 | 103 | 0.8% |
| 522.13 | 102 | 0.8% |
| Other values (347) | 12040 |
| Value | Count | Frequency (%) |
| 519.38 | 1 | |
| 519.39 | 1 | |
| 519.44 | 1 | |
| 519.55 | 2 | |
| 519.58 | 1 | |
| 519.6 | 1 | |
| 519.66 | 1 | |
| 519.67 | 1 | |
| 519.68 | 1 | |
| 519.71 | 1 |
| Value | Count | Frequency (%) |
| 523.76 | 1 | |
| 523.44 | 1 | |
| 523.42 | 1 | |
| 523.37 | 1 | |
| 523.33 | 2 | |
| 523.29 | 1 | |
| 523.28 | 1 | |
| 523.21 | 1 | |
| 523.2 | 2 | |
| 523.18 | 2 |
(Corrected Fan Speed) (rpm) - s13
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2388.071 |
| Minimum | 2387.89 |
|---|---|
| Maximum | 2388.32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 2387.89 |
|---|---|
| 5-th percentile | 2387.98 |
| Q1 | 2388.03 |
| median | 2388.07 |
| Q3 | 2388.11 |
| 95-th percentile | 2388.17 |
| Maximum | 2388.32 |
| Range | 0.43 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.05693431 |
|---|---|
| Coefficient of variation (CV) | 2.3841129 × 10-5 |
| Kurtosis | -0.028471718 |
| Mean | 2388.071 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | 0.29053324 |
| Sum | 31274178 |
| Variance | 0.0032415157 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2388.07 | 909 | 6.9% |
| 2388.06 | 886 | 6.8% |
| 2388.04 | 848 | 6.5% |
| 2388.05 | 845 | 6.5% |
| 2388.03 | 812 | 6.2% |
| 2388.08 | 783 | 6.0% |
| 2388.09 | 773 | 5.9% |
| 2388.11 | 754 | 5.8% |
| 2388.02 | 749 | 5.7% |
| 2388.1 | 735 | 5.6% |
| Other values (33) | 5002 |
| Value | Count | Frequency (%) |
| 2387.89 | 3 | < 0.1% |
| 2387.9 | 1 | < 0.1% |
| 2387.91 | 1 | < 0.1% |
| 2387.92 | 8 | 0.1% |
| 2387.93 | 24 | 0.2% |
| 2387.94 | 37 | 0.3% |
| 2387.95 | 69 | 0.5% |
| 2387.96 | 108 | 0.8% |
| 2387.97 | 171 | |
| 2387.98 | 292 |
| Value | Count | Frequency (%) |
| 2388.32 | 2 | < 0.1% |
| 2388.3 | 1 | < 0.1% |
| 2388.29 | 1 | < 0.1% |
| 2388.28 | 2 | < 0.1% |
| 2388.27 | 7 | 0.1% |
| 2388.26 | 8 | 0.1% |
| 2388.25 | 13 | 0.1% |
| 2388.24 | 16 | 0.1% |
| 2388.23 | 33 | |
| 2388.22 | 44 |
(Corrected Core Speed) (rpm) - s14
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3786 |
|---|---|
| Distinct (%) | 28.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8138.9478 |
| Minimum | 8108.5 |
|---|---|
| Maximum | 8220.48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 8108.5 |
|---|---|
| 5-th percentile | 8124.56 |
| Q1 | 8132.31 |
| median | 8138.39 |
| Q3 | 8144.36 |
| 95-th percentile | 8154.075 |
| Maximum | 8220.48 |
| Range | 111.98 |
| Interquartile range (IQR) | 12.05 |
Descriptive statistics
| Standard deviation | 10.188605 |
|---|---|
| Coefficient of variation (CV) | 0.0012518332 |
| Kurtosis | 6.3030939 |
| Mean | 8138.9478 |
| Median Absolute Deviation (MAD) | 6.02 |
| Skewness | 1.3576338 |
| Sum | 1.0658766 × 108 |
| Variance | 103.80767 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8141.99 | 15 | 0.1% |
| 8133.28 | 13 | 0.1% |
| 8140.51 | 13 | 0.1% |
| 8138.31 | 13 | 0.1% |
| 8141.03 | 12 | 0.1% |
| 8138.96 | 12 | 0.1% |
| 8145.08 | 12 | 0.1% |
| 8133.1 | 12 | 0.1% |
| 8137.43 | 12 | 0.1% |
| 8132.98 | 12 | 0.1% |
| Other values (3776) | 12970 |
| Value | Count | Frequency (%) |
| 8108.5 | 1 | |
| 8109.03 | 1 | |
| 8111.16 | 1 | |
| 8111.3 | 1 | |
| 8111.8 | 1 | |
| 8112.19 | 1 | |
| 8112.45 | 1 | |
| 8112.58 | 1 | |
| 8112.64 | 1 | |
| 8113.02 | 1 |
| Value | Count | Frequency (%) |
| 8220.48 | 1 | |
| 8218.13 | 1 | |
| 8217.24 | 1 | |
| 8214.64 | 1 | |
| 8214.33 | 1 | |
| 8213.57 | 1 | |
| 8213.28 | 1 | |
| 8211.53 | 1 | |
| 8211.21 | 1 | |
| 8210.85 | 1 |
(Bypass Ratio) - s15
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1506 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.425844 |
| Minimum | 8.3328 |
|---|---|
| Maximum | 8.5414 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 8.3328 |
|---|---|
| 5-th percentile | 8.3801 |
| Q1 | 8.4056 |
| median | 8.4249 |
| Q3 | 8.4443 |
| 95-th percentile | 8.475925 |
| Maximum | 8.5414 |
| Range | 0.2086 |
| Interquartile range (IQR) | 0.0387 |
Descriptive statistics
| Standard deviation | 0.029009328 |
|---|---|
| Coefficient of variation (CV) | 0.0034428987 |
| Kurtosis | 0.11255642 |
| Mean | 8.425844 |
| Median Absolute Deviation (MAD) | 0.0194 |
| Skewness | 0.26555184 |
| Sum | 110344.85 |
| Variance | 0.00084154108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.4223 | 30 | 0.2% |
| 8.4347 | 29 | 0.2% |
| 8.4247 | 28 | 0.2% |
| 8.4282 | 27 | 0.2% |
| 8.412 | 26 | 0.2% |
| 8.4344 | 26 | 0.2% |
| 8.4098 | 25 | 0.2% |
| 8.4054 | 25 | 0.2% |
| 8.4313 | 25 | 0.2% |
| 8.4255 | 25 | 0.2% |
| Other values (1496) | 12830 |
| Value | Count | Frequency (%) |
| 8.3328 | 1 | |
| 8.333 | 1 | |
| 8.3332 | 1 | |
| 8.3359 | 1 | |
| 8.3392 | 1 | |
| 8.3414 | 1 | |
| 8.3417 | 1 | |
| 8.3445 | 1 | |
| 8.3447 | 1 | |
| 8.3451 | 2 |
| Value | Count | Frequency (%) |
| 8.5414 | 1 | |
| 8.5375 | 1 | |
| 8.5374 | 1 | |
| 8.5359 | 1 | |
| 8.5354 | 1 | |
| 8.5343 | 1 | |
| 8.534 | 1 | |
| 8.5294 | 1 | |
| 8.5293 | 1 | |
| 8.5278 | 1 |
(Bleed Enthalpy) - s17
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 392.57162 |
| Minimum | 389 |
|---|---|
| Maximum | 397 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 389 |
|---|---|
| 5-th percentile | 391 |
| Q1 | 392 |
| median | 393 |
| Q3 | 393 |
| 95-th percentile | 395 |
| Maximum | 397 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2335768 |
|---|---|
| Coefficient of variation (CV) | 0.0031422975 |
| Kurtosis | 0.10779458 |
| Mean | 392.57162 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.21669889 |
| Sum | 5141118 |
| Variance | 1.5217118 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 392 | 3962 | |
| 393 | 3911 | |
| 391 | 2003 | |
| 394 | 1981 | |
| 395 | 642 | 4.9% |
| 390 | 412 | 3.1% |
| 396 | 123 | 0.9% |
| 389 | 36 | 0.3% |
| 397 | 26 | 0.2% |
| Value | Count | Frequency (%) |
| 389 | 36 | 0.3% |
| 390 | 412 | 3.1% |
| 391 | 2003 | |
| 392 | 3962 | |
| 393 | 3911 | |
| 394 | 1981 | |
| 395 | 642 | 4.9% |
| 396 | 123 | 0.9% |
| 397 | 26 | 0.2% |
| Value | Count | Frequency (%) |
| 397 | 26 | 0.2% |
| 396 | 123 | 0.9% |
| 395 | 642 | 4.9% |
| 394 | 1981 | |
| 393 | 3911 | |
| 392 | 3962 | |
| 391 | 2003 | |
| 390 | 412 | 3.1% |
| 389 | 36 | 0.3% |
(High-Pressure Turbines Cool Air Flow) - s20
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 103 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.892502 |
| Minimum | 38.31 |
|---|---|
| Maximum | 39.41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 38.31 |
|---|---|
| 5-th percentile | 38.65 |
| Q1 | 38.8 |
| median | 38.9 |
| Q3 | 38.99 |
| 95-th percentile | 39.12 |
| Maximum | 39.41 |
| Range | 1.1 |
| Interquartile range (IQR) | 0.19 |
Descriptive statistics
| Standard deviation | 0.14168076 |
|---|---|
| Coefficient of variation (CV) | 0.003642881 |
| Kurtosis | 0.19524364 |
| Mean | 38.892502 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | -0.23325231 |
| Sum | 509336.2 |
| Variance | 0.020073436 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38.9 | 385 | 2.9% |
| 38.89 | 379 | 2.9% |
| 38.95 | 377 | 2.9% |
| 38.88 | 375 | 2.9% |
| 38.91 | 374 | 2.9% |
| 38.92 | 374 | 2.9% |
| 38.97 | 364 | 2.8% |
| 38.93 | 360 | 2.7% |
| 38.94 | 359 | 2.7% |
| 38.96 | 358 | 2.7% |
| Other values (93) | 9391 |
| Value | Count | Frequency (%) |
| 38.31 | 1 | < 0.1% |
| 38.33 | 1 | < 0.1% |
| 38.35 | 4 | |
| 38.36 | 2 | < 0.1% |
| 38.37 | 3 | |
| 38.38 | 1 | < 0.1% |
| 38.39 | 2 | < 0.1% |
| 38.41 | 1 | < 0.1% |
| 38.42 | 5 | |
| 38.43 | 3 |
| Value | Count | Frequency (%) |
| 39.41 | 1 | < 0.1% |
| 39.4 | 1 | < 0.1% |
| 39.36 | 3 | |
| 39.34 | 1 | < 0.1% |
| 39.33 | 2 | < 0.1% |
| 39.31 | 4 | |
| 39.3 | 3 | |
| 39.29 | 5 | |
| 39.28 | 7 | |
| 39.27 | 5 |
(Low-Pressure Turbines Cool Air Flow) - s21
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3555 |
|---|---|
| Distinct (%) | 27.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.335743 |
| Minimum | 22.9354 |
|---|---|
| Maximum | 23.6419 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 22.9354 |
|---|---|
| 5-th percentile | 23.191275 |
| Q1 | 23.2816 |
| median | 23.3392 |
| Q3 | 23.3936 |
| 95-th percentile | 23.4681 |
| Maximum | 23.6419 |
| Range | 0.7065 |
| Interquartile range (IQR) | 0.112 |
Descriptive statistics
| Standard deviation | 0.08412028 |
|---|---|
| Coefficient of variation (CV) | 0.0036047826 |
| Kurtosis | 0.15330738 |
| Mean | 23.335743 |
| Median Absolute Deviation (MAD) | 0.0558 |
| Skewness | -0.24723334 |
| Sum | 305604.89 |
| Variance | 0.0070762215 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.3518 | 15 | 0.1% |
| 23.3756 | 15 | 0.1% |
| 23.3727 | 13 | 0.1% |
| 23.3662 | 13 | 0.1% |
| 23.3349 | 13 | 0.1% |
| 23.3075 | 13 | 0.1% |
| 23.3472 | 13 | 0.1% |
| 23.3785 | 12 | 0.1% |
| 23.3931 | 12 | 0.1% |
| 23.4031 | 12 | 0.1% |
| Other values (3545) | 12965 |
| Value | Count | Frequency (%) |
| 22.9354 | 1 | |
| 22.985 | 1 | |
| 23.0071 | 1 | |
| 23.0104 | 1 | |
| 23.0121 | 1 | |
| 23.02 | 1 | |
| 23.0242 | 1 | |
| 23.0345 | 1 | |
| 23.0349 | 1 | |
| 23.0403 | 1 |
| Value | Count | Frequency (%) |
| 23.6419 | 1 | |
| 23.6229 | 1 | |
| 23.6021 | 1 | |
| 23.6003 | 1 | |
| 23.5863 | 1 | |
| 23.5852 | 1 | |
| 23.5788 | 1 | |
| 23.577 | 1 | |
| 23.5749 | 1 | |
| 23.5707 | 1 |
RUL
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 334 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141.23847 |
| Minimum | 7 |
|---|---|
| Maximum | 340 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 204.6 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 102 |
| median | 140 |
| Q3 | 179 |
| 95-th percentile | 243 |
| Maximum | 340 |
| Range | 333 |
| Interquartile range (IQR) | 77 |
Descriptive statistics
| Standard deviation | 58.980114 |
|---|---|
| Coefficient of variation (CV) | 0.41759242 |
| Kurtosis | -0.032145179 |
| Mean | 141.23847 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 0.21821963 |
| Sum | 1849659 |
| Variance | 3478.6539 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 140 | 98 | 0.7% |
| 139 | 98 | 0.7% |
| 138 | 98 | 0.7% |
| 137 | 98 | 0.7% |
| 142 | 97 | 0.7% |
| 141 | 97 | 0.7% |
| 145 | 96 | 0.7% |
| 144 | 96 | 0.7% |
| 143 | 96 | 0.7% |
| 146 | 96 | 0.7% |
| Other values (324) | 12126 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 5 | |
| 10 | 7 | |
| 11 | 8 | |
| 12 | 8 | |
| 13 | 8 | |
| 14 | 9 | |
| 15 | 10 | |
| 16 | 11 |
| Value | Count | Frequency (%) |
| 340 | 1 | |
| 339 | 1 | |
| 338 | 1 | |
| 337 | 1 | |
| 336 | 1 | |
| 335 | 1 | |
| 334 | 1 | |
| 333 | 1 | |
| 332 | 1 | |
| 331 | 1 |
| (Bleed Enthalpy) - s17 | (Bypass Ratio) - s15 | (Bypass-Duct Pressure) (psia) - s6 | (Corrected Core Speed) (rpm) - s14 | (Corrected Fan Speed) (rpm) - s13 | (HPC Outlet Pressure) (psia) - s7 | (HPC Outlet Static Pressure) (psia) - s11 | (HPC Outlet Temperature) (â—¦R) - s3 | (High-Pressure Turbines Cool Air Flow) - s20 | (LPC Outlet Temperature) (â—¦R) - s2 | (LPT Outlet Temperature) (â—¦R) - s4 | (Low-Pressure Turbines Cool Air Flow) - s21 | (Physical Core Speed) (rpm) - s9 | (Physical Fan Speed) (rpm) - s8 | (Ratio of Fuel Flow to Ps30) (pps/psia) - s12 | Cycle | Engine | RUL | Setting 1 - c1 | Setting 2 - c2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (Bleed Enthalpy) - s17 | 1.000 | 0.450 | 0.125 | -0.121 | 0.479 | -0.497 | 0.516 | 0.352 | -0.425 | 0.395 | 0.490 | -0.424 | -0.013 | 0.480 | -0.504 | 0.325 | 0.081 | -0.349 | 0.000 | -0.005 |
| (Bypass Ratio) - s15 | 0.450 | 1.000 | 0.140 | -0.184 | 0.561 | -0.569 | 0.606 | 0.401 | -0.486 | 0.468 | 0.564 | -0.491 | -0.061 | 0.564 | -0.583 | 0.337 | 0.084 | -0.371 | 0.010 | -0.017 |
| (Bypass-Duct Pressure) (psia) - s6 | 0.125 | 0.140 | 1.000 | -0.080 | 0.163 | -0.157 | 0.167 | 0.102 | -0.132 | 0.122 | 0.149 | -0.142 | -0.037 | 0.152 | -0.165 | 0.075 | 0.026 | -0.084 | -0.006 | -0.013 |
| (Corrected Core Speed) (rpm) - s14 | -0.121 | -0.184 | -0.080 | 1.000 | -0.454 | 0.259 | -0.251 | -0.106 | 0.169 | -0.170 | -0.215 | 0.179 | 0.827 | -0.458 | 0.283 | 0.192 | 0.028 | -0.148 | -0.014 | 0.024 |
| (Corrected Fan Speed) (rpm) - s13 | 0.479 | 0.561 | 0.163 | -0.454 | 1.000 | -0.648 | 0.678 | 0.431 | -0.543 | 0.511 | 0.618 | -0.545 | -0.321 | 0.714 | -0.676 | 0.266 | 0.081 | -0.319 | 0.016 | -0.034 |
| (HPC Outlet Pressure) (psia) - s7 | -0.497 | -0.569 | -0.157 | 0.259 | -0.648 | 1.000 | -0.674 | -0.457 | 0.547 | -0.500 | -0.629 | 0.542 | 0.123 | -0.646 | 0.663 | -0.353 | -0.095 | 0.399 | -0.005 | 0.028 |
| (HPC Outlet Static Pressure) (psia) - s11 | 0.516 | 0.606 | 0.167 | -0.251 | 0.678 | -0.674 | 1.000 | 0.478 | -0.584 | 0.545 | 0.662 | -0.576 | -0.106 | 0.675 | -0.703 | 0.389 | 0.102 | -0.435 | 0.009 | -0.030 |
| (HPC Outlet Temperature) (â—¦R) - s3 | 0.352 | 0.401 | 0.102 | -0.106 | 0.431 | -0.457 | 0.478 | 1.000 | -0.390 | 0.366 | 0.439 | -0.390 | -0.007 | 0.436 | -0.464 | 0.284 | 0.062 | -0.320 | 0.005 | -0.012 |
| (High-Pressure Turbines Cool Air Flow) - s20 | -0.425 | -0.486 | -0.132 | 0.169 | -0.543 | 0.547 | -0.584 | -0.390 | 1.000 | -0.453 | -0.553 | 0.469 | 0.055 | -0.549 | 0.569 | -0.341 | -0.091 | 0.370 | -0.000 | 0.009 |
| (LPC Outlet Temperature) (â—¦R) - s2 | 0.395 | 0.468 | 0.122 | -0.170 | 0.511 | -0.500 | 0.545 | 0.366 | -0.453 | 1.000 | 0.513 | -0.443 | -0.064 | 0.512 | -0.535 | 0.306 | 0.072 | -0.347 | 0.010 | -0.019 |
| (LPT Outlet Temperature) (â—¦R) - s4 | 0.490 | 0.564 | 0.149 | -0.215 | 0.618 | -0.629 | 0.662 | 0.439 | -0.553 | 0.513 | 1.000 | -0.536 | -0.084 | 0.620 | -0.650 | 0.375 | 0.096 | -0.418 | 0.002 | -0.022 |
| (Low-Pressure Turbines Cool Air Flow) - s21 | -0.424 | -0.491 | -0.142 | 0.179 | -0.545 | 0.542 | -0.576 | -0.390 | 0.469 | -0.443 | -0.536 | 1.000 | 0.058 | -0.549 | 0.567 | -0.329 | -0.077 | 0.367 | 0.009 | 0.027 |
| (Physical Core Speed) (rpm) - s9 | -0.013 | -0.061 | -0.037 | 0.827 | -0.321 | 0.123 | -0.106 | -0.007 | 0.055 | -0.064 | -0.084 | 0.058 | 1.000 | -0.317 | 0.141 | 0.268 | 0.047 | -0.229 | -0.009 | 0.015 |
| (Physical Fan Speed) (rpm) - s8 | 0.480 | 0.564 | 0.152 | -0.458 | 0.714 | -0.646 | 0.675 | 0.436 | -0.549 | 0.512 | 0.620 | -0.549 | -0.317 | 1.000 | -0.677 | 0.267 | 0.079 | -0.316 | 0.006 | -0.025 |
| (Ratio of Fuel Flow to Ps30) (pps/psia) - s12 | -0.504 | -0.583 | -0.165 | 0.283 | -0.676 | 0.663 | -0.703 | -0.464 | 0.569 | -0.535 | -0.650 | 0.567 | 0.141 | -0.677 | 1.000 | -0.363 | -0.094 | 0.413 | -0.012 | 0.024 |
| Cycle | 0.325 | 0.337 | 0.075 | 0.192 | 0.266 | -0.353 | 0.389 | 0.284 | -0.341 | 0.306 | 0.375 | -0.329 | 0.268 | 0.267 | -0.363 | 1.000 | 0.026 | -0.671 | -0.005 | -0.018 |
| Engine | 0.081 | 0.084 | 0.026 | 0.028 | 0.081 | -0.095 | 0.102 | 0.062 | -0.091 | 0.072 | 0.096 | -0.077 | 0.047 | 0.079 | -0.094 | 0.026 | 1.000 | -0.019 | -0.017 | 0.003 |
| RUL | -0.349 | -0.371 | -0.084 | -0.148 | -0.319 | 0.399 | -0.435 | -0.320 | 0.370 | -0.347 | -0.418 | 0.367 | -0.229 | -0.316 | 0.413 | -0.671 | -0.019 | 1.000 | -0.006 | -0.002 |
| Setting 1 - c1 | 0.000 | 0.010 | -0.006 | -0.014 | 0.016 | -0.005 | 0.009 | 0.005 | -0.000 | 0.010 | 0.002 | 0.009 | -0.009 | 0.006 | -0.012 | -0.005 | -0.017 | -0.006 | 1.000 | -0.007 |
| Setting 2 - c2 | -0.005 | -0.017 | -0.013 | 0.024 | -0.034 | 0.028 | -0.030 | -0.012 | 0.009 | -0.019 | -0.022 | 0.027 | 0.015 | -0.025 | 0.024 | -0.018 | 0.003 | -0.002 | -0.007 | 1.000 |
| Engine | Cycle | Setting 1 - c1 | Setting 2 - c2 | (LPC Outlet Temperature) (â—¦R) - s2 | (HPC Outlet Temperature) (â—¦R) - s3 | (LPT Outlet Temperature) (â—¦R) - s4 | (Bypass-Duct Pressure) (psia) - s6 | (HPC Outlet Pressure) (psia) - s7 | (Physical Fan Speed) (rpm) - s8 | (Physical Core Speed) (rpm) - s9 | (HPC Outlet Static Pressure) (psia) - s11 | (Ratio of Fuel Flow to Ps30) (pps/psia) - s12 | (Corrected Fan Speed) (rpm) - s13 | (Corrected Core Speed) (rpm) - s14 | (Bypass Ratio) - s15 | (Bleed Enthalpy) - s17 | (High-Pressure Turbines Cool Air Flow) - s20 | (Low-Pressure Turbines Cool Air Flow) - s21 | RUL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 0.0023 | 0.0003 | 643.02 | 1585.29 | 1398.21 | 21.61 | 553.90 | 2388.04 | 9050.17 | 47.20 | 521.72 | 2388.03 | 8125.55 | 8.4052 | 392 | 38.86 | 23.3735 | 142 |
| 1 | 1 | 2 | -0.0027 | -0.0003 | 641.71 | 1588.45 | 1395.42 | 21.61 | 554.85 | 2388.01 | 9054.42 | 47.50 | 522.16 | 2388.06 | 8139.62 | 8.3803 | 393 | 39.02 | 23.3916 | 141 |
| 2 | 1 | 3 | 0.0003 | 0.0001 | 642.46 | 1586.94 | 1401.34 | 21.61 | 554.11 | 2388.05 | 9056.96 | 47.50 | 521.97 | 2388.03 | 8130.10 | 8.4441 | 393 | 39.08 | 23.4166 | 140 |
| 3 | 1 | 4 | 0.0042 | 0.0000 | 642.44 | 1584.12 | 1406.42 | 21.61 | 554.07 | 2388.03 | 9045.29 | 47.28 | 521.38 | 2388.05 | 8132.90 | 8.3917 | 391 | 39.00 | 23.3737 | 139 |
| 4 | 1 | 5 | 0.0014 | 0.0000 | 642.51 | 1587.19 | 1401.92 | 21.61 | 554.16 | 2388.01 | 9044.55 | 47.31 | 522.15 | 2388.03 | 8129.54 | 8.4031 | 390 | 38.99 | 23.4130 | 138 |
| 5 | 1 | 6 | 0.0012 | 0.0003 | 642.11 | 1579.12 | 1395.13 | 21.61 | 554.22 | 2388.00 | 9050.96 | 47.26 | 521.92 | 2388.08 | 8127.46 | 8.4238 | 392 | 38.91 | 23.3467 | 137 |
| 6 | 1 | 7 | -0.0000 | 0.0002 | 642.11 | 1583.34 | 1404.84 | 21.61 | 553.89 | 2388.05 | 9051.39 | 47.31 | 522.01 | 2388.06 | 8134.97 | 8.3914 | 391 | 38.85 | 23.3952 | 136 |
| 7 | 1 | 8 | 0.0006 | -0.0000 | 642.54 | 1580.89 | 1400.89 | 21.61 | 553.59 | 2388.05 | 9052.86 | 47.21 | 522.09 | 2388.06 | 8125.93 | 8.4213 | 393 | 39.05 | 23.3224 | 135 |
| 8 | 1 | 9 | -0.0036 | 0.0000 | 641.88 | 1593.29 | 1412.28 | 21.61 | 554.49 | 2388.06 | 9048.55 | 47.37 | 522.03 | 2388.05 | 8134.15 | 8.4353 | 391 | 39.10 | 23.4521 | 134 |
| 9 | 1 | 10 | -0.0025 | -0.0001 | 642.07 | 1585.25 | 1398.64 | 21.61 | 554.28 | 2388.04 | 9051.95 | 47.14 | 522.00 | 2388.06 | 8134.08 | 8.4093 | 391 | 38.87 | 23.3820 | 133 |
| Engine | Cycle | Setting 1 - c1 | Setting 2 - c2 | (LPC Outlet Temperature) (â—¦R) - s2 | (HPC Outlet Temperature) (â—¦R) - s3 | (LPT Outlet Temperature) (â—¦R) - s4 | (Bypass-Duct Pressure) (psia) - s6 | (HPC Outlet Pressure) (psia) - s7 | (Physical Fan Speed) (rpm) - s8 | (Physical Core Speed) (rpm) - s9 | (HPC Outlet Static Pressure) (psia) - s11 | (Ratio of Fuel Flow to Ps30) (pps/psia) - s12 | (Corrected Fan Speed) (rpm) - s13 | (Corrected Core Speed) (rpm) - s14 | (Bypass Ratio) - s15 | (Bleed Enthalpy) - s17 | (High-Pressure Turbines Cool Air Flow) - s20 | (Low-Pressure Turbines Cool Air Flow) - s21 | RUL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13086 | 100 | 189 | -0.0003 | 0.0002 | 643.29 | 1592.33 | 1417.66 | 21.61 | 553.59 | 2388.06 | 9136.55 | 47.55 | 520.93 | 2388.09 | 8209.84 | 8.4423 | 393 | 38.71 | 23.3188 | 29 |
| 13087 | 100 | 190 | -0.0038 | 0.0002 | 642.95 | 1598.97 | 1421.28 | 21.61 | 553.59 | 2388.10 | 9137.35 | 47.49 | 521.63 | 2388.07 | 8207.95 | 8.4765 | 395 | 38.74 | 23.3551 | 28 |
| 13088 | 100 | 191 | -0.0031 | -0.0001 | 642.92 | 1589.54 | 1413.65 | 21.61 | 553.24 | 2388.02 | 9136.19 | 47.61 | 521.23 | 2388.07 | 8201.94 | 8.4877 | 396 | 38.89 | 23.2279 | 27 |
| 13089 | 100 | 192 | -0.0034 | 0.0001 | 643.05 | 1598.18 | 1418.58 | 21.61 | 553.16 | 2388.05 | 9141.92 | 47.57 | 520.99 | 2388.07 | 8210.24 | 8.4171 | 395 | 38.77 | 23.2148 | 26 |
| 13090 | 100 | 193 | 0.0018 | 0.0004 | 643.10 | 1595.60 | 1414.62 | 21.61 | 553.18 | 2388.08 | 9139.88 | 47.58 | 521.37 | 2388.05 | 8213.57 | 8.4429 | 395 | 38.63 | 23.2952 | 25 |
| 13091 | 100 | 194 | 0.0049 | 0.0000 | 643.24 | 1599.45 | 1415.79 | 21.61 | 553.41 | 2388.02 | 9142.37 | 47.69 | 520.69 | 2388.00 | 8213.28 | 8.4715 | 394 | 38.65 | 23.1974 | 24 |
| 13092 | 100 | 195 | -0.0011 | -0.0001 | 643.22 | 1595.69 | 1422.05 | 21.61 | 553.22 | 2388.05 | 9140.68 | 47.60 | 521.05 | 2388.09 | 8210.85 | 8.4512 | 395 | 38.57 | 23.2771 | 23 |
| 13093 | 100 | 196 | -0.0006 | -0.0003 | 643.44 | 1593.15 | 1406.82 | 21.61 | 553.04 | 2388.11 | 9146.81 | 47.57 | 521.18 | 2388.04 | 8217.24 | 8.4569 | 395 | 38.62 | 23.2051 | 22 |
| 13094 | 100 | 197 | -0.0038 | 0.0001 | 643.26 | 1594.99 | 1419.36 | 21.61 | 553.37 | 2388.07 | 9148.85 | 47.61 | 521.33 | 2388.08 | 8220.48 | 8.4711 | 395 | 38.66 | 23.2699 | 21 |
| 13095 | 100 | 198 | 0.0013 | 0.0003 | 642.95 | 1601.62 | 1424.99 | 21.61 | 552.48 | 2388.06 | 9155.03 | 47.80 | 521.07 | 2388.05 | 8214.64 | 8.4903 | 396 | 38.70 | 23.1855 | 20 |